MD

Reported on 32 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing32 results

Image Captioningonnocaps near-domain
B1
83.58
best: 88.9 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B2
67.99
best: 75.86 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B3
49.29
best: 58.99 (PaLI)
Image Captioningonnocaps near-domain
B4
29.96
best: 39.98 (PaLI)
Image Captioningonnocaps near-domain
CIDEr
95.73
best: 125.51 (GIT2, Single Model)
Image Captioningonnocaps near-domain
METEOR
28.84
best: 33.47 (PaLI)
Image Captioningonnocaps near-domain
ROUGE-L
58.47
best: 63.99 (PaLI)
Image Captioningonnocaps near-domain
SPICE
13.64
best: 16.11 (GIT2, Single Model)
Image Captioningonnocaps entire
B1
82.43
best: 88.1 (GIT, Single Model)
Image Captioningonnocaps entire
B2
66.25
best: 74.81 (GIT, Single Model)
Image Captioningonnocaps entire
B3
47.18
best: 57.68 (GIT, Single Model)
Image Captioningonnocaps entire
B4
28.2
best: 37.71 (CoCa - Google Brain)
Image Captioningonnocaps entire
CIDEr
93
best: 126.8 (Lyrics)
Image Captioningonnocaps entire
METEOR
28.09
best: 32.5 (GIT, Single Model)
Image Captioningonnocaps entire
ROUGE-L
57.57
best: 63.12 (GIT, Single Model)
Image Captioningonnocaps entire
SPICE
13.35
best: 15.94 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B1
76.81
best: 86.28 (PaLI)
Image Captioningonnocaps out-of-domain
B2
57.39
best: 71.28 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B3
36.13
best: 52.66 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B4
17.85
best: 32 (PaLI)
Image Captioningonnocaps out-of-domain
CIDEr
77.39
best: 126.67 (PaLI)
Image Captioningonnocaps out-of-domain
METEOR
23.79
best: 30.99 (PaLI)
Image Captioningonnocaps out-of-domain
ROUGE-L
52.54
best: 61.35 (PaLI)
Image Captioningonnocaps out-of-domain
SPICE
11.59
best: 15.7 (GIT, Single Model)
Image Captioningonnocaps in-domain
B1
84.03
best: 88.86 (GIT2, Single Model)
Image Captioningonnocaps in-domain
B2
69.12
best: 76.1 (GIT, Single Model)
Image Captioningonnocaps in-domain
B3
51.16
best: 60.53 (GIT, Single Model)
Image Captioningonnocaps in-domain
B4
33.15
best: 41.65 (GIT, Single Model)
Image Captioningonnocaps in-domain
CIDEr
100.03
best: 149.1 (PaLI)
Image Captioningonnocaps in-domain
METEOR
30.06
best: 34.22 (PaLI)
Image Captioningonnocaps in-domain
ROUGE-L
59.67
best: 64.39 (PaLI)
Image Captioningonnocaps in-domain
SPICE
14.08
best: 16.36 (GIT2, Single Model)